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Max R.

Data / ML Engineer

// cayman islands, ky · UTC-5

I like building things, and for me, coding is one of the most fun ways to satisfy that desire.…

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profile sourced from GitHub

Scouting report

Original video-upscaling research, but quiet GitHub

assessed from open-source footprint

Staff
54signal

Max's standout is DifFrame, a genuinely original idea — packing inter-frame differences into a single frame for efficient video upscaling — paired with a C#/Python/Dart range across ML and mobile. The caveat is reach: only 6 commits in the last year, single-digit stars, and the 241★ hdr-plus-swift on his radar shows zero commits, so it's an interest, not a contribution. Best viewed as a creative, low-volume tinkerer rather than a high-throughput contributor.

Authorship & open source

Solo authorwrote 100% of commits on DifFrame
7 merged PRs6 commits / yr1 external project1 reviews

Contributes to

  • martin-marek/hdr-plus-swift241

What they build

Data / ML28%
Backend27%
Mobile16%
DevOps16%
Game Dev13%

Industry experience

  • Education & EdTech
  • Data, ML & AI
  • Media & Streaming

Signal breakdown

Originality58
Impact54
Consistency65
Polish33
Stars

4

top repo 2

Original repos

6

33% forks

Followers

3

On GitHub

7.9 yr

Live demos

1

Activity

Active

67% stale

Strengths

  • Verified author — wrote 100% of commits on DifFrame
  • Original builder — 6 of their own repositories
  • Data / ML focus with Backend
  • Domain experience in Education & EdTech & Data, ML & AI
  • Core stack: C#, Dart, Python, Shell

About

I like building things, and for me, coding is one of the most fun ways to satisfy that desire. I also like sculpting, painting, and photography. — 9 public repositories and 3 followers on GitHub.

Skills

  • C#
  • Python
  • Machine Learning
  • Video Processing
  • Video Upscaling
  • Dart
  • Shell
  • Netcore

Featured work